Table 3.
Equation (if applicable) | R 2 | PE > 20% | PE < 20% | MPE [%] | MAPE [%] | RMSE [%] |
---|---|---|---|---|---|---|
12 g/m2 in 1 h infusion | ||||||
AUCpred = 0.86×C1 h + 1.93×C2 h + 7.47×C6 h – 42.2 | 0.9978 | 0 | 0 | 0.13 | 1.13 | 1.36 |
AUCpred = 2.78×C1.5 h + 6.62×C6 h – 45.6 | 0.9743 | 0 | 0 | − 0.12 | 2.78 | 4.09 |
Bayesian estimation from C1 h, C2 h, C6 h | – | 0 | 0 | − 0.95 | 3.55 | 4.39 |
Bayesian estimation from C1.5 h, C6 h | – | 0 | 0 | − 0.36 | 6.58 | 7.86 |
12 g/m2 in 2 h infusion | ||||||
AUCpred = 1.82×C2 h + 1.51×C3 h + 9.39×C8 h – 24.1 | 0.9993 | 0 | 0 | 0.11 | 0.78 | 0.93 |
AUCpred = 2.10×C2 h + 7.73×C6 h + 2.94 | 0.9929 | 0 | 0 | − 0.29 | 1.40 | 1.67 |
Bayesian estimation from C2 h, C3 h, C8 h | – | 0 | 0 | − 0.61 | 4.35 | 5.60 |
Bayesian estimation from C2 h, C6 h | – | 2 | 0 | 0.50 | 5.37 | 7.56 |
14 g/m2 in 2 h infusion | ||||||
AUCpred = 2.01×C2 h + 2.15×C4 h + 7.68×C8 h – 9.07 | 0.9998 | 0 | 0 | − 0.29 | 0.45 | 0.62 |
AUCpred = 2.07×C2 h + 7.57×C6 h + 42.6 | 0.9972 | 0 | 0 | − 0.29 | 1.37 | 1.61 |
Bayesian estimation from C2 h, C4 h, C8 h | – | 1 | 0 | − 0.92 | 5.13 | 6.68 |
Bayesian estimation from C2 h, C6 h | – | 1 | 0 | 0.24 | 5.97 | 8.12 |
LSS limited sampling strategy, R 2 adjusted coefficient of determination, PE relative prediction error, MPE mean relative prediction error, MAPE mean absolute relative prediction error, RMSE root mean squared relative prediction error, AUC pred predicted area under time-concentration curve, C nh concentration of treosulfan measured n hours after the beginning of infusion